# Higress AI Search

> Use this tool when you need to enhance AI model responses with real-time search results from various engines, solving problems of incomplete or outdated knowledge. It takes in AI model queries and returns augmented responses with relevant search results from internet, academic, and internal knowledge sources. Ideal for use cases requiring up-to-date information, such as research, customer support, or content generation.

Canonical page: https://skillsregistry.net/skills/cr7258-higress-ai-search  
JSON: https://api.skillsregistry.net/v1/skills/cr7258-higress-ai-search

## Description

This MCP server implementation provides an AI search tool that enhances AI model responses with real-time search results from various engines through Higress ai-search. Developed by cr7258, it supports internet search (Google, Bing, Quark), academic search (Arxiv), and internal knowledge search. The server is configurable via environment variables and can be run using uvx or uv, making it suitable for both production deployments and local development.

## Trust

- **Trust score (0–1):** 0.94
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-09-28

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/cr7258-higress-ai-search)
- **Repository:** <https://github.com/cr7258/higress-ai-search-mcp-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "cr7258-higress-ai-search"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/cr7258-higress-ai-search` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/cr7258-higress-ai-search/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt